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          ggplot2画图相关问题
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             ggplot2画图相关问题
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               2012年9月15日 下午1:39
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              <p>
               api=read.table(“clipboard”,header=T)
               <br/>
               library(ggplot2)
               <br/>
               api2=subset(api,City %in% c(“Shenyang”,”Changchun”,”Harbin”,”Beijing”,”Tianjin”,”Shijiazhuang”,”Taiyuan”,”Hohhot”))
               <br/>
               ggplot(api2, aes(x=Year, y=api, group=Season,shape=Season)) + geom_line() + geom_point(aes(x=Year, y=api, group=Season,shape=c(1,12,4,19))) +  theme_bw()+
               <br/>
               facet_wrap(~City, ncol=4,shrink=T) +
               <br/>
               opts(axis.text.x=theme_text(angle=-90, hjust=0), legend.position=”right”) + ylab(“Quarterly average of DAPI”)+xlab(“Years”)
              </p>
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               2012年9月15日 下午1:40
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              <p>
               Season	Year	City	api
               <br/>
               Spring	2001	Shenyang	128
               <br/>
               Spring	2001	Changchun	87
               <br/>
               Spring	2001	Harbin	111
               <br/>
               Spring	2001	Beijing	135
               <br/>
               Spring	2001	Tianjin	138
               <br/>
               Spring	2001	Shijiazhuang	161
               <br/>
               Spring	2001	Taiyuan	150
               <br/>
               Spring	2001	Hohhot	137
               <br/>
               Spring	2001	Shanghai	86
               <br/>
               Spring	2001	Nanjing	112
               <br/>
               Spring	2001	Hangzhou	93
               <br/>
               Spring	2001	Hefei	87
               <br/>
               Spring	2001	Fuzhou	69
               <br/>
               Spring	2001	Nanchang	92
               <br/>
               Spring	2001	Jinan	115
               <br/>
               Spring	2001	Zhengzhou	102
               <br/>
               Spring	2001	Wuhan	115
               <br/>
               Spring	2001	Changsha	124
               <br/>
               Spring	2001	Guangzhou	65
               <br/>
               Spring	2001	Haikou	36
               <br/>
               Spring	2001	Nanning	56
               <br/>
               Spring	2001	Xi’an	111
               <br/>
               Spring	2001	Lanzhou	221
               <br/>
               Spring	2001	Xining	178
               <br/>
               Spring	2001	Yinchuan	143
               <br/>
               Spring	2001	Urumqi	165
               <br/>
               Spring	2001	Chongqing	107
               <br/>
               Spring	2001	Chengdu	138
               <br/>
               Spring	2001	Guiyang	81
               <br/>
               Spring	2001	Kunming	57
               <br/>
               Spring	2001	Lasa	69
               <br/>
               Summer	2001	Shenyang	95
               <br/>
               Summer	2001	Changchun	61
               <br/>
               Summer	2001	Harbin	72
               <br/>
               Summer	2001	Beijing	90
               <br/>
               Summer	2001	Tianjin	97
               <br/>
               Summer	2001	Shijiazhuang	112
               <br/>
               Summer	2001	Taiyuan	100
               <br/>
               Summer	2001	Hohhot	93
               <br/>
               Summer	2001	Shanghai	57
               <br/>
               Summer	2001	Nanjing	82
               <br/>
               Summer	2001	Hangzhou	67
               <br/>
               Summer	2001	Hefei	60
               <br/>
               Summer	2001	Fuzhou	58
               <br/>
               Summer	2001	Nanchang	60
               <br/>
               Summer	2001	Jinan	86
               <br/>
               Summer	2001	Zhengzhou	69
               <br/>
               Summer	2001	Wuhan	77
               <br/>
               Summer	2001	Changsha	82
               <br/>
               Summer	2001	Guangzhou	61
               <br/>
               Summer	2001	Haikou	26
               <br/>
               Summer	2001	Nanning	42
               <br/>
               Summer	2001	Xi’an	88
               <br/>
               Summer	2001	Lanzhou	103
               <br/>
               Summer	2001	Xining	90
               <br/>
               Summer	2001	Yinchuan	75
               <br/>
               Summer	2001	Urumqi	86
               <br/>
               Summer	2001	Chongqing	87
               <br/>
               Summer	2001	Chengdu	97
               <br/>
               Summer	2001	Guiyang	58
               <br/>
               Summer	2001	Kunming	57
               <br/>
               Summer	2001	Lasa	43
               <br/>
               Autumn	2001	Shenyang	98
               <br/>
               Autumn	2001	Changchun	71
               <br/>
               Autumn	2001	Harbin	86
               <br/>
               Autumn	2001	Beijing	104
               <br/>
               Autumn	2001	Tianjin	97
               <br/>
               Autumn	2001	Shijiazhuang	125
               <br/>
               Autumn	2001	Taiyuan	112
               <br/>
               Autumn	2001	Hohhot	86
               <br/>
               Autumn	2001	Shanghai	74
               <br/>
               Autumn	2001	Nanjing	90
               <br/>
               Autumn	2001	Hangzhou	91
               <br/>
               Autumn	2001	Hefei	85
               <br/>
               Autumn	2001	Fuzhou	61
               <br/>
               Autumn	2001	Nanchang	93
               <br/>
               Autumn	2001	Jinan	82
               <br/>
               Autumn	2001	Zhengzhou	77
               <br/>
               Autumn	2001	Wuhan	103
               <br/>
               Autumn	2001	Changsha	114
               <br/>
               Autumn	2001	Guangzhou	65
               <br/>
               Autumn	2001	Haikou	39
               <br/>
               Autumn	2001	Nanning	69
               <br/>
               Autumn	2001	Xi’an	103
               <br/>
               Autumn	2001	Lanzhou	119
               <br/>
               Autumn	2001	Xining	89
               <br/>
               Autumn	2001	Yinchuan	75
               <br/>
               Autumn	2001	Urumqi	112
               <br/>
               Autumn	2001	Chongqing	88
               <br/>
               Autumn	2001	Chengdu	97
               <br/>
               Autumn	2001	Guiyang	84
               <br/>
               Autumn	2001	Kunming	53
               <br/>
               Autumn	2001	Lasa	54
               <br/>
               Winter	2001	Shenyang	144
               <br/>
               Winter	2001	Changchun	85
               <br/>
               Winter	2001	Harbin	105
               <br/>
               Winter	2001	Beijing	109
               <br/>
               Winter	2001	Tianjin	110
               <br/>
               Winter	2001	Shijiazhuang	134
               <br/>
               Winter	2001	Taiyuan	143
               <br/>
               Winter	2001	Hohhot	110
               <br/>
               Winter	2001	Shanghai	89
               <br/>
               Winter	2001	Nanjing	103
               <br/>
               Winter	2001	Hangzhou	99
               <br/>
               Winter	2001	Hefei	86
               <br/>
               Winter	2001	Fuzhou	66
               <br/>
               Winter	2001	Nanchang	106
               <br/>
               Winter	2001	Jinan	100
               <br/>
               Winter	2001	Zhengzhou	90
               <br/>
               Winter	2001	Wuhan	112
               <br/>
               Winter	2001	Changsha	129
               <br/>
               Winter	2001	Guangzhou	66
               <br/>
               Winter	2001	Haikou	41
               <br/>
               Winter	2001	Nanning	69
               <br/>
               Winter	2001	Xi’an	119
               <br/>
               Winter	2001	Lanzhou	197
               <br/>
               Winter	2001	Xining	114
               <br/>
               Winter	2001	Yinchuan	103
               <br/>
               Winter	2001	Urumqi	234
               <br/>
               Winter	2001	Chongqing	111
               <br/>
               Winter	2001	Chengdu	110
               <br/>
               Winter	2001	Guiyang	69
               <br/>
               Winter	2001	Kunming	60
               <br/>
               Winter	2001	Lasa	70
               <br/>
               Spring	2002	Shenyang	139
               <br/>
               Spring	2002	Changchun	88
               <br/>
               Spring	2002	Harbin	108
               <br/>
               Spring	2002	Beijing	140
               <br/>
               Spring	2002	Tianjin	113
               <br/>
               Spring	2002	Shijiazhuang	107
               <br/>
               Spring	2002	Taiyuan	122
               <br/>
               Spring	2002	Hohhot	97
               <br/>
               Spring	2002	Shanghai	90
               <br/>
               Spring	2002	Nanjing	103
               <br/>
               Spring	2002	Hangzhou	92
               <br/>
               Spring	2002	Hefei	83
               <br/>
               Spring	2002	Fuzhou	64
               <br/>
               Spring	2002	Nanchang	77
               <br/>
               Spring	2002	Jinan	91
               <br/>
               Spring	2002	Zhengzhou	100
               <br/>
               Spring	2002	Wuhan	89
               <br/>
               Spring	2002	Changsha	91
               <br/>
               Spring	2002	Guangzhou	62
               <br/>
               Spring	2002	Haikou	32
               <br/>
               Spring	2002	Nanning	53
               <br/>
               Spring	2002	Xi’an	117
               <br/>
               Spring	2002	Lanzhou	170
               <br/>
               Spring	2002	Xining	115
               <br/>
               Spring	2002	Yinchuan	92
               <br/>
               Spring	2002	Urumqi	100
               <br/>
               Spring	2002	Chongqing	115
               <br/>
               Spring	2002	Chengdu	113
               <br/>
               Spring	2002	Guiyang	64
               <br/>
               Spring	2002	Kunming	54
               <br/>
               Spring	2002	Lasa	64
               <br/>
               Summer	2002	Shenyang	89
               <br/>
               Summer	2002	Changchun	61
               <br/>
               Summer	2002	Harbin	68
               <br/>
               Summer	2002	Beijing	91
               <br/>
               Summer	2002	Tianjin	77
               <br/>
               Summer	2002	Shijiazhuang	95
               <br/>
               Summer	2002	Taiyuan	100
               <br/>
               Summer	2002	Hohhot	69
               <br/>
               Summer	2002	Shanghai	61
               <br/>
               Summer	2002	Nanjing	85
               <br/>
               Summer	2002	Hangzhou	78
               <br/>
               Summer	2002	Hefei	70
               <br/>
               Summer	2002	Fuzhou	52
               <br/>
               Summer	2002	Nanchang	65
               <br/>
               Summer	2002	Jinan	79
               <br/>
               Summer	2002	Zhengzhou	87
               <br/>
               Summer	2002	Wuhan	81
               <br/>
               Summer	2002	Changsha	79
               <br/>
               Summer	2002	Guangzhou	62
               <br/>
               Summer	2002	Haikou	23
               <br/>
               Summer	2002	Nanning	49
               <br/>
               Summer	2002	Xi’an	91
               <br/>
               Summer	2002	Lanzhou	78
               <br/>
               Summer	2002	Xining	69
               <br/>
               Summer	2002	Yinchuan	60
               <br/>
               Summer	2002	Urumqi	65
               <br/>
               Summer	2002	Chongqing	98
               <br/>
               Summer	2002	Chengdu	77
               <br/>
               Summer	2002	Guiyang	56
               <br/>
               Summer	2002	Kunming	51
               <br/>
               Summer	2002	Lasa	37
               <br/>
               Autumn	2002	Shenyang	97
               <br/>
               Autumn	2002	Changchun	69
               <br/>
               Autumn	2002	Harbin	78
               <br/>
               Autumn	2002	Beijing	98
               <br/>
               Autumn	2002	Tianjin	88
               <br/>
               Autumn	2002	Shijiazhuang	142
               <br/>
               Autumn	2002	Taiyuan	109
               <br/>
               Autumn	2002	Hohhot	85
               <br/>
               Autumn	2002	Shanghai	81
               <br/>
               Autumn	2002	Nanjing	101
               <br/>
               Autumn	2002	Hangzhou	90
               <br/>
               Autumn	2002	Hefei	90
               <br/>
               Autumn	2002	Fuzhou	61
               <br/>
               Autumn	2002	Nanchang	91
               <br/>
               Autumn	2002	Jinan	89
               <br/>
               Autumn	2002	Zhengzhou	107
               <br/>
               Autumn	2002	Wuhan	109
               <br/>
               Autumn	2002	Changsha	105
               <br/>
               Autumn	2002	Guangzhou	73
               <br/>
               Autumn	2002	Haikou	31
               <br/>
               Autumn	2002	Nanning	61
               <br/>
               Autumn	2002	Xi’an	110
               <br/>
               Autumn	2002	Lanzhou	125
               <br/>
               Autumn	2002	Xining	72
               <br/>
               Autumn	2002	Yinchuan	73
               <br/>
               Autumn	2002	Urumqi	104
               <br/>
               Autumn	2002	Chongqing	90
               <br/>
               Autumn	2002	Chengdu	88
               <br/>
               Autumn	2002	Guiyang	68
               <br/>
               Autumn	2002	Kunming	57
               <br/>
               Autumn	2002	Lasa	50
               <br/>
               Winter	2002	Shenyang	114
               <br/>
               Winter	2002	Changchun	87
               <br/>
               Winter	2002	Harbin	115
               <br/>
               Winter	2002	Beijing	110
               <br/>
               Winter	2002	Tianjin	108
               <br/>
               Winter	2002	Shijiazhuang	172
               <br/>
               Winter	2002	Taiyuan	151
               <br/>
               Winter	2002	Hohhot	127
               <br/>
               Winter	2002	Shanghai	80
               <br/>
               Winter	2002	Nanjing	84
               <br/>
               Winter	2002	Hangzhou	93
               <br/>
               Winter	2002	Hefei	84
               <br/>
               Winter	2002	Fuzhou	69
               <br/>
               Winter	2002	Nanchang	87
               <br/>
               Winter	2002	Jinan	121
               <br/>
               Winter	2002	Zhengzhou	89
               <br/>
               Winter	2002	Wuhan	106
               <br/>
               Winter	2002	Changsha	106
               <br/>
               Winter	2002	Guangzhou	92
               <br/>
               Winter	2002	Haikou	35
               <br/>
               Winter	2002	Nanning	65
               <br/>
               Winter	2002	Xi’an	135
               <br/>
               Winter	2002	Lanzhou	179
               <br/>
               Winter	2002	Xining	111
               <br/>
               Winter	2002	Yinchuan	110
               <br/>
               Winter	2002	Urumqi	164
               <br/>
               Winter	2002	Chongqing	99
               <br/>
               Winter	2002	Chengdu	108
               <br/>
               Winter	2002	Guiyang	69
               <br/>
               Winter	2002	Kunming	65
               <br/>
               Winter	2002	Lasa	67
               <br/>
               Spring	2003	Shenyang	103
               <br/>
               Spring	2003	Changchun	81
               <br/>
               Spring	2003	Harbin	94
               <br/>
               Spring	2003	Beijing	101
               <br/>
               Spring	2003	Tianjin	100
               <br/>
               Spring	2003	Shijiazhuang	106
               <br/>
               Spring	2003	Taiyuan	102
               <br/>
               Spring	2003	Hohhot	77
               <br/>
               Spring	2003	Shanghai	70
               <br/>
               Spring	2003	Nanjing	84
               <br/>
               Spring	2003	Hangzhou	86
               <br/>
               Spring	2003	Hefei	74
               <br/>
               Spring	2003	Fuzhou	68
               <br/>
               Spring	2003	Nanchang	69
               <br/>
               Spring	2003	Jinan	110
               <br/>
               Spring	2003	Zhengzhou	84
               <br/>
               Spring	2003	Wuhan	87
               <br/>
               Spring	2003	Changsha	80
               <br/>
               Spring	2003	Guangzhou	78
               <br/>
               Spring	2003	Haikou	28
               <br/>
               Spring	2003	Nanning	54
               <br/>
               Spring	2003	Xi’an	89
               <br/>
               Spring	2003	Lanzhou	124
               <br/>
               Spring	2003	Xining	119
               <br/>
               Spring	2003	Yinchuan	82
               <br/>
               Spring	2003	Urumqi	65
               <br/>
               Spring	2003	Chongqing	91
               <br/>
               Spring	2003	Chengdu	100
               <br/>
               Spring	2003	Guiyang	64
               <br/>
               Spring	2003	Kunming	68
               <br/>
               Spring	2003	Lasa	68
               <br/>
               Summer	2003	Shenyang	80
               <br/>
               Summer	2003	Changchun	54
               <br/>
               Summer	2003	Harbin	60
               <br/>
               Summer	2003	Beijing	92
               <br/>
               Summer	2003	Tianjin	85
               <br/>
               Summer	2003	Shijiazhuang	86
               <br/>
               Summer	2003	Taiyuan	90
               <br/>
               Summer	2003	Hohhot	69
               <br/>
               Summer	2003	Shanghai	69
               <br/>
               Summer	2003	Nanjing	82
               <br/>
               Summer	2003	Hangzhou	79
               <br/>
               Summer	2003	Hefei	64
               <br/>
               Summer	2003	Fuzhou	57
               <br/>
               Summer	2003	Nanchang	66
               <br/>
               Summer	2003	Jinan	81
               <br/>
               Summer	2003	Zhengzhou	72
               <br/>
               Summer	2003	Wuhan	73
               <br/>
               Summer	2003	Changsha	82
               <br/>
               Summer	2003	Guangzhou	59
               <br/>
               Summer	2003	Haikou	22
               <br/>
               Summer	2003	Nanning	44
               <br/>
               Summer	2003	Xi’an	84
               <br/>
               Summer	2003	Lanzhou	79
               <br/>
               Summer	2003	Xining	76
               <br/>
               Summer	2003	Yinchuan	65
               <br/>
               Summer	2003	Urumqi	44
               <br/>
               Summer	2003	Chongqing	95
               <br/>
               Summer	2003	Chengdu	85
               <br/>
               Summer	2003	Guiyang	55
               <br/>
               Summer	2003	Kunming	59
               <br/>
               Summer	2003	Lasa	43
               <br/>
               Autumn	2003	Shenyang	84
               <br/>
               Autumn	2003	Changchun	67
               <br/>
               Autumn	2003	Harbin	75
               <br/>
               Autumn	2003	Beijing	101
               <br/>
               Autumn	2003	Tianjin	86
               <br/>
               Autumn	2003	Shijiazhuang	113
               <br/>
               Autumn	2003	Taiyuan	120
               <br/>
               Autumn	2003	Hohhot	71
               <br/>
               Autumn	2003	Shanghai	66
               <br/>
               Autumn	2003	Nanjing	78
               <br/>
               Autumn	2003	Hangzhou	87
               <br/>
               Autumn	2003	Hefei	77
               <br/>
               Autumn	2003	Fuzhou	58
               <br/>
               Autumn	2003	Nanchang	76
               <br/>
               Autumn	2003	Jinan	86
               <br/>
               Autumn	2003	Zhengzhou	63
               <br/>
               Autumn	2003	Wuhan	94
               <br/>
               Autumn	2003	Changsha	100
               <br/>
               Autumn	2003	Guangzhou	71
               <br/>
               Autumn	2003	Haikou	32
               <br/>
               Autumn	2003	Nanning	69
               <br/>
               Autumn	2003	Xi’an	86
               <br/>
               Autumn	2003	Lanzhou	101
               <br/>
               Autumn	2003	Xining	78
               <br/>
               Autumn	2003	Yinchuan	73
               <br/>
               Autumn	2003	Urumqi	75
               <br/>
               Autumn	2003	Chongqing	110
               <br/>
               Autumn	2003	Chengdu	86
               <br/>
               Autumn	2003	Guiyang	70
               <br/>
               Autumn	2003	Kunming	67
               <br/>
               Autumn	2003	Lasa	48
               <br/>
               Winter	2003	Shenyang	108
               <br/>
               Winter	2003	Changchun	93
               <br/>
               Winter	2003	Harbin	112
               <br/>
               Winter	2003	Beijing	97
               <br/>
               Winter	2003	Tianjin	101
               <br/>
               Winter	2003	Shijiazhuang	127
               <br/>
               Winter	2003	Taiyuan	144
               <br/>
               Winter	2003	Hohhot	96
               <br/>
               Winter	2003	Shanghai	88
               <br/>
               Winter	2003	Nanjing	96
               <br/>
               Winter	2003	Hangzhou	92
               <br/>
               Winter	2003	Hefei	88
               <br/>
               Winter	2003	Fuzhou	67
               <br/>
               Winter	2003	Nanchang	82
               <br/>
               Winter	2003	Jinan	130
               <br/>
               Winter	2003	Zhengzhou	96
               <br/>
               Winter	2003	Wuhan	110
               <br/>
               Winter	2003	Changsha	107
               <br/>
               Winter	2003	Guangzhou	82
               <br/>
               Winter	2003	Haikou	39
               <br/>
               Winter	2003	Nanning	71
               <br/>
               Winter	2003	Xi’an	114
               <br/>
               Winter	2003	Lanzhou	138
               <br/>
               Winter	2003	Xining	100
               <br/>
               Winter	2003	Yinchuan	95
               <br/>
               Winter	2003	Urumqi	172
               <br/>
               Winter	2003	Chongqing	115
               <br/>
               Winter	2003	Chengdu	101
               <br/>
               Winter	2003	Guiyang	85
               <br/>
               Winter	2003	Kunming	75
               <br/>
               Winter	2003	Lasa	47
               <br/>
               Spring	2004	Shenyang	105
               <br/>
               Spring	2004	Changchun	78
               <br/>
               Spring	2004	Harbin	84
               <br/>
               Spring	2004	Beijing	109
               <br/>
               Spring	2004	Tianjin	84
               <br/>
               Spring	2004	Shijiazhuang	99
               <br/>
               Spring	2004	Taiyuan	125
               <br/>
               Spring	2004	Hohhot	76
               <br/>
               Spring	2004	Shanghai	78
               <br/>
               Spring	2004	Nanjing	90
               <br/>
               Spring	2004	Hangzhou	82
               <br/>
               Spring	2004	Hefei	80
               <br/>
               Spring	2004	Fuzhou	67
               <br/>
               Spring	2004	Nanchang	75
               <br/>
               Spring	2004	Jinan	118
               <br/>
               Spring	2004	Zhengzhou	82
               <br/>
               Spring	2004	Wuhan	94
               <br/>
               Spring	2004	Changsha	96
               <br/>
               Spring	2004	Guangzhou	74
               <br/>
               Spring	2004	Haikou	31
               <br/>
               Spring	2004	Nanning	58
               <br/>
               Spring	2004	Xi’an	101
               <br/>
               Spring	2004	Lanzhou	122
               <br/>
               Spring	2004	Xining	107
               <br/>
               Spring	2004	Yinchuan	82
               <br/>
               Spring	2004	Urumqi	77
               <br/>
               Spring	2004	Chongqing	108
               <br/>
               Spring	2004	Chengdu	84
               <br/>
               Spring	2004	Guiyang	73
               <br/>
               Spring	2004	Kunming	72
               <br/>
               Spring	2004	Lasa	55
               <br/>
               Summer	2004	Shenyang	86
               <br/>
               Summer	2004	Changchun	58
               <br/>
               Summer	2004	Harbin	64
               <br/>
               Summer	2004	Beijing	87
               <br/>
               Summer	2004	Tianjin	65
               <br/>
               Summer	2004	Shijiazhuang	79
               <br/>
               Summer	2004	Taiyuan	88
               <br/>
               Summer	2004	Hohhot	49
               <br/>
               Summer	2004	Shanghai	69
               <br/>
               Summer	2004	Nanjing	78
               <br/>
               Summer	2004	Hangzhou	68
               <br/>
               Summer	2004	Hefei	67
               <br/>
               Summer	2004	Fuzhou	53
               <br/>
               Summer	2004	Nanchang	67
               <br/>
               Summer	2004	Jinan	99
               <br/>
               Summer	2004	Zhengzhou	69
               <br/>
               Summer	2004	Wuhan	72
               <br/>
               Summer	2004	Changsha	80
               <br/>
               Summer	2004	Guangzhou	77
               <br/>
               Summer	2004	Haikou	22
               <br/>
               Summer	2004	Nanning	55
               <br/>
               Summer	2004	Xi’an	84
               <br/>
               Summer	2004	Lanzhou	81
               <br/>
               Summer	2004	Xining	80
               <br/>
               Summer	2004	Yinchuan	63
               <br/>
               Summer	2004	Urumqi	50
               <br/>
               Summer	2004	Chongqing	79
               <br/>
               Summer	2004	Chengdu	65
               <br/>
               Summer	2004	Guiyang	53
               <br/>
               Summer	2004	Kunming	59
               <br/>
               Summer	2004	Lasa	21
               <br/>
               Autumn	2004	Shenyang	85
               <br/>
               Autumn	2004	Changchun	67
               <br/>
               Autumn	2004	Harbin	73
               <br/>
               Autumn	2004	Beijing	109
               <br/>
               Autumn	2004	Tianjin	84
               <br/>
               Autumn	2004	Shijiazhuang	69
               <br/>
               Autumn	2004	Taiyuan	103
               <br/>
               Autumn	2004	Hohhot	65
               <br/>
               Autumn	2004	Shanghai	70
               <br/>
               Autumn	2004	Nanjing	88
               <br/>
               Autumn	2004	Hangzhou	92
               <br/>
               Autumn	2004	Hefei	92
               <br/>
               Autumn	2004	Fuzhou	60
               <br/>
               Autumn	2004	Nanchang	76
               <br/>
               Autumn	2004	Jinan	72
               <br/>
               Autumn	2004	Zhengzhou	80
               <br/>
               Autumn	2004	Wuhan	103
               <br/>
               Autumn	2004	Changsha	105
               <br/>
               Autumn	2004	Guangzhou	80
               <br/>
               Autumn	2004	Haikou	40
               <br/>
               Autumn	2004	Nanning	77
               <br/>
               Autumn	2004	Xi’an	91
               <br/>
               Autumn	2004	Lanzhou	109
               <br/>
               Autumn	2004	Xining	74
               <br/>
               Autumn	2004	Yinchuan	76
               <br/>
               Autumn	2004	Urumqi	89
               <br/>
               Autumn	2004	Chongqing	94
               <br/>
               Autumn	2004	Chengdu	84
               <br/>
               Autumn	2004	Guiyang	68
               <br/>
               Autumn	2004	Kunming	68
               <br/>
               Autumn	2004	Lasa	49
               <br/>
               Winter	2004	Shenyang	92
               <br/>
               Winter	2004	Changchun	88
               <br/>
               Winter	2004	Harbin	103
               <br/>
               Winter	2004	Beijing	98
               <br/>
               Winter	2004	Tianjin	98
               <br/>
               Winter	2004	Shijiazhuang	93
               <br/>
               Winter	2004	Taiyuan	115
               <br/>
               Winter	2004	Hohhot	87
               <br/>
               Winter	2004	Shanghai	69
               <br/>
               Winter	2004	Nanjing	73
               <br/>
               Winter	2004	Hangzhou	86
               <br/>
               Winter	2004	Hefei	73
               <br/>
               Winter	2004	Fuzhou	57
               <br/>
               Winter	2004	Nanchang	71
               <br/>
               Winter	2004	Jinan	79
               <br/>
               Winter	2004	Zhengzhou	81
               <br/>
               Winter	2004	Wuhan	94
               <br/>
               Winter	2004	Changsha	102
               <br/>
               Winter	2004	Guangzhou	79
               <br/>
               Winter	2004	Haikou	43
               <br/>
               Winter	2004	Nanning	70
               <br/>
               Winter	2004	Xi’an	105
               <br/>
               Winter	2004	Lanzhou	138
               <br/>
               Winter	2004	Xining	94
               <br/>
               Winter	2004	Yinchuan	86
               <br/>
               Winter	2004	Urumqi	136
               <br/>
               Winter	2004	Chongqing	97
               <br/>
               Winter	2004	Chengdu	98
               <br/>
               Winter	2004	Guiyang	70
               <br/>
               Winter	2004	Kunming	72
               <br/>
               Winter	2004	Lasa	75
               <br/>
               Spring	2005	Shenyang	86
               <br/>
               Spring	2005	Changchun	75
               <br/>
               Spring	2005	Harbin	71
               <br/>
               Spring	2005	Beijing	107
               <br/>
               Spring	2005	Tianjin	80
               <br/>
               Spring	2005	Shijiazhuang	97
               <br/>
               Spring	2005	Taiyuan	103
               <br/>
               Spring	2005	Hohhot	82
               <br/>
               Spring	2005	Shanghai	74
               <br/>
               Spring	2005	Nanjing	91
               <br/>
               Spring	2005	Hangzhou	83
               <br/>
               Spring	2005	Hefei	80
               <br/>
               Spring	2005	Fuzhou	67
               <br/>
               Spring	2005	Nanchang	69
               <br/>
               Spring	2005	Jinan	101
               <br/>
               Spring	2005	Zhengzhou	88
               <br/>
               Spring	2005	Wuhan	88
               <br/>
               Spring	2005	Changsha	93
               <br/>
               Spring	2005	Guangzhou	69
               <br/>
               Spring	2005	Haikou	38
               <br/>
               Spring	2005	Nanning	59
               <br/>
               Spring	2005	Xi’an	83
               <br/>
               Spring	2005	Lanzhou	103
               <br/>
               Spring	2005	Xining	84
               <br/>
               Spring	2005	Yinchuan	69
               <br/>
               Spring	2005	Urumqi	63
               <br/>
               Spring	2005	Chongqing	91
               <br/>
               Spring	2005	Chengdu	80
               <br/>
               Spring	2005	Guiyang	68
               <br/>
               Spring	2005	Kunming	69
               <br/>
               Spring	2005	Lasa	69
               <br/>
               Summer	2005	Shenyang	77
               <br/>
               Summer	2005	Changchun	59
               <br/>
               Summer	2005	Harbin	57
               <br/>
               Summer	2005	Beijing	89
               <br/>
               Summer	2005	Tianjin	69
               <br/>
               Summer	2005	Shijiazhuang	81
               <br/>
               Summer	2005	Taiyuan	86
               <br/>
               Summer	2005	Hohhot	47
               <br/>
               Summer	2005	Shanghai	61
               <br/>
               Summer	2005	Nanjing	70
               <br/>
               Summer	2005	Hangzhou	68
               <br/>
               Summer	2005	Hefei	60
               <br/>
               Summer	2005	Fuzhou	51
               <br/>
               Summer	2005	Nanchang	60
               <br/>
               Summer	2005	Jinan	84
               <br/>
               Summer	2005	Zhengzhou	69
               <br/>
               Summer	2005	Wuhan	72
               <br/>
               Summer	2005	Changsha	70
               <br/>
               Summer	2005	Guangzhou	58
               <br/>
               Summer	2005	Haikou	28
               <br/>
               Summer	2005	Nanning	42
               <br/>
               Summer	2005	Xi’an	74
               <br/>
               Summer	2005	Lanzhou	72
               <br/>
               Summer	2005	Xining	76
               <br/>
               Summer	2005	Yinchuan	59
               <br/>
               Summer	2005	Urumqi	39
               <br/>
               Summer	2005	Chongqing	73
               <br/>
               Summer	2005	Chengdu	69
               <br/>
               Summer	2005	Guiyang	61
               <br/>
               Summer	2005	Kunming	58
               <br/>
               Summer	2005	Lasa	49
               <br/>
               Autumn	2005	Shenyang	87
               <br/>
               Autumn	2005	Changchun	71
               <br/>
               Autumn	2005	Harbin	79
               <br/>
               Autumn	2005	Beijing	116
               <br/>
               Autumn	2005	Tianjin	92
               <br/>
               Autumn	2005	Shijiazhuang	93
               <br/>
               Autumn	2005	Taiyuan	92
               <br/>
               Autumn	2005	Hohhot	66
               <br/>
               Autumn	2005	Shanghai	72
               <br/>
               Autumn	2005	Nanjing	82
               <br/>
               Autumn	2005	Hangzhou	88
               <br/>
               Autumn	2005	Hefei	74
               <br/>
               Autumn	2005	Fuzhou	59
               <br/>
               Autumn	2005	Nanchang	76
               <br/>
               Autumn	2005	Jinan	93
               <br/>
               Autumn	2005	Zhengzhou	80
               <br/>
               Autumn	2005	Wuhan	84
               <br/>
               Autumn	2005	Changsha	88
               <br/>
               Autumn	2005	Guangzhou	74
               <br/>
               Autumn	2005	Haikou	45
               <br/>
               Autumn	2005	Nanning	65
               <br/>
               Autumn	2005	Xi’an	92
               <br/>
               Autumn	2005	Lanzhou	108
               <br/>
               Autumn	2005	Xining	76
               <br/>
               Autumn	2005	Yinchuan	68
               <br/>
               Autumn	2005	Urumqi	77
               <br/>
               Autumn	2005	Chongqing	76
               <br/>
               Autumn	2005	Chengdu	92
               <br/>
               Autumn	2005	Guiyang	59
               <br/>
               Autumn	2005	Kunming	70
               <br/>
               Autumn	2005	Lasa	48
               <br/>
               Winter	2005	Shenyang	102
               <br/>
               Winter	2005	Changchun	98
               <br/>
               Winter	2005	Harbin	94
               <br/>
               Winter	2005	Beijing	102
               <br/>
               Winter	2005	Tianjin	94
               <br/>
               Winter	2005	Shijiazhuang	106
               <br/>
               Winter	2005	Taiyuan	105
               <br/>
               Winter	2005	Hohhot	101
               <br/>
               Winter	2005	Shanghai	68
               <br/>
               Winter	2005	Nanjing	74
               <br/>
               Winter	2005	Hangzhou	85
               <br/>
               Winter	2005	Hefei	75
               <br/>
               Winter	2005	Fuzhou	59
               <br/>
               Winter	2005	Nanchang	75
               <br/>
               Winter	2005	Jinan	87
               <br/>
               Winter	2005	Zhengzhou	86
               <br/>
               Winter	2005	Wuhan	94
               <br/>
               Winter	2005	Changsha	96
               <br/>
               Winter	2005	Guangzhou	79
               <br/>
               Winter	2005	Haikou	49
               <br/>
               Winter	2005	Nanning	69
               <br/>
               Winter	2005	Xi’an	113
               <br/>
               Winter	2005	Lanzhou	169
               <br/>
               Winter	2005	Xining	94
               <br/>
               Winter	2005	Yinchuan	94
               <br/>
               Winter	2005	Urumqi	211
               <br/>
               Winter	2005	Chongqing	98
               <br/>
               Winter	2005	Chengdu	94
               <br/>
               Winter	2005	Guiyang	81
               <br/>
               Winter	2005	Kunming	73
               <br/>
               Winter	2005	Lasa	64
              </p>
             </div>
             <!-- .bbp-reply-content -->
            </div>
            <!-- .reply -->
            <div class="bbp-reply-header" id="post-337093">
             <div class="bbp-meta">
              <span class="bbp-reply-post-date">
               2012年9月15日 下午1:45
              </span>
              <a class="bbp-reply-permalink" href="http://cos.name/cn/topic/108019/#post-337093">
               3 楼
              </a>
              <span class="bbp-admin-links">
              </span>
             </div>
             <!-- .bbp-meta -->
            </div>
            <!-- #post-337093 -->
            <div class="odd bbp-parent-forum-999 bbp-parent-topic-108019 bbp-reply-position-3 user-id-373705 topic-author post-337093 reply type-reply status-publish hentry">
             <div class="bbp-reply-author">
              <a class="bbp-author-avatar" href="http://cos.name/cn/profile/373705/" rel="nofollow" title="查看Spatial-R的档案">
               <img src="http://sdn.geekzu.org/avatar/3a819bff02264be2026f2d501bdecdc6?s=80&amp;d=monsterid&amp;r=g"/>
              </a>
              <br/>
              <a class="bbp-author-name" href="http://cos.name/cn/profile/373705/" rel="nofollow" title="查看Spatial-R的档案">
               Spatial-R
              </a>
              <br/>
              <div class="bbp-author-role">
               普通会员
              </div>
             </div>
             <!-- .bbp-reply-author -->
             <div class="bbp-reply-content">
              <p>
               有两个问题需要解决，第一，每个图中的图例（点及线）是否可以自己选择（因为默认的效果不好，不能体现差异）
               <br/>
               第二，生成的图中城市排布是否可以自己来定义（因为想把某些城市放在一起）
              </p>
              <p>
               如果有其他的图形可以体现数据的特性，也请告诉我。非常感谢
              </p>
             </div>
             <!-- .bbp-reply-content -->
            </div>
            <!-- .reply -->
            <div class="bbp-reply-header" id="post-337130">
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               2012年9月16日 下午1:57
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               4 楼
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               <img src="http://sdn.geekzu.org/avatar/eb9a4b908da88cc2ca797065f49c0f4b?s=80&amp;d=monsterid&amp;r=g"/>
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               doctorjxd
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              <blockquote class="d4pbbc-quote">
               第一，每个图中的图例（点及线）是否可以自己选择（因为默认的效果不好，不能体现差异）
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              <p>
               scale_shape_manual和scale_linetype_manual可以满足你
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              <blockquote class="d4pbbc-quote">
               第二，生成的图中城市排布是否可以自己来定义（因为想把某些城市放在一起）
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              <p>
               试试有序因子排列
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               如果有其他的图形可以体现数据的特性，也请告诉我。
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               试试geom_violin
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               2012年9月17日 上午2:19
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               5 楼
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               回复 第4楼 的 doctorjxd：谢谢，问题都解决了。geom_violin好像处理我这批数据得到的效果不好。因为有三个分类变量。
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